Triple
T15067363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taiwan Railways network |
E379789
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
TRA network
The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
|
E1134700
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: TRA network | Statement: [Taiwan Railways network, abbreviation, TRA network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TRA network Context triple: [Taiwan Railways network, abbreviation, TRA network]
-
A.
AVE network
The AVE network is Spain’s high-speed rail system that connects major cities across the country with fast, long-distance train services.
-
B.
TNET
TNET is the stock ticker symbol for Telenet Group, a Belgian telecommunications and entertainment services provider.
-
C.
TPG network
The TPG network is the public transportation system serving Geneva, Switzerland, operated by Transports Publics Genevois and encompassing trams, buses, and trolleybuses across the city and surrounding areas.
-
D.
R-net
R-net is a high-quality Dutch public transport network brand that unifies and standardizes premium bus, tram, metro, and train services across several regions in the Netherlands.
-
E.
Terra Networks
Terra Networks is a Spanish internet company best known for its early-2000s expansion in the online services market, including the high-profile acquisition of the web portal Lycos.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: TRA network Triple: [Taiwan Railways network, abbreviation, TRA network]
Generated description
The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TRA network Target entity description: The TRA network is Taiwan’s conventional intercity and regional railway system operated by the Taiwan Railways Administration, connecting major cities and rural areas around the island.
-
A.
AVE network
The AVE network is Spain’s high-speed rail system that connects major cities across the country with fast, long-distance train services.
-
B.
TNET
TNET is the stock ticker symbol for Telenet Group, a Belgian telecommunications and entertainment services provider.
-
C.
TPG network
The TPG network is the public transportation system serving Geneva, Switzerland, operated by Transports Publics Genevois and encompassing trams, buses, and trolleybuses across the city and surrounding areas.
-
D.
R-net
R-net is a high-quality Dutch public transport network brand that unifies and standardizes premium bus, tram, metro, and train services across several regions in the Netherlands.
-
E.
Terra Networks
Terra Networks is a Spanish internet company best known for its early-2000s expansion in the online services market, including the high-profile acquisition of the web portal Lycos.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85cd7683881908d405c1b5d7b4f7f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dedeea750c819082d8823c9ab6c5a2 |
completed | April 15, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5cb04e88190a42bb0e516df61bc |
completed | May 9, 2026, 3:11 a.m. |
| NEDg | Description generation | batch_69fea66a04988190b483210c1671d287 |
completed | May 9, 2026, 3:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea70e2fbc81908f168925b06bdbd6 |
completed | May 9, 2026, 3:16 a.m. |
Created at: April 10, 2026, 3:02 a.m.